ArticleBreast cancer research and treatment2018
The relationship between tumour size, nodal status and distant metastases: on the origins of breast cancer.
Article in Breast cancer research and treatment, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 104 papers, 3 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
104 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Aspirin Use and Survival Among Patients With Breast Cancer: A Systematic Review and Meta-Analysis.The oncologist · 2024Pooled it
- Mammography in combination with breast ultrasonography versus mammography for breast cancer screening in women at average risk.The Cochrane database of systematic reviews · 2023Pooled it
- Clinicopathological and prognostic value of hypoxia-inducible factor-1α in breast cancer: a meta-analysis including 5177 patients.Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico · 2020Pooled it
- Less is more: the role of preoperative ultrasound as a risk stratifying tool in identifying low volume axillary disease in breast cancer.The British journal of radiology · 2026Observational
- Article
- Predictors of Sentinel Lymph Node Metastasis and External Validation of the MSKCC Nomogram in Breast Cancer: A Retrospective Single-Center Cohort Study.Diagnostics (Basel, Switzerland) · 2026Article
- Metastatic presentation of breast cancer in India: evidence from national cancer registry (2009-2020).The Lancet regional health. Southeast Asia · 2026Article
- Development and validation of a non-invasive nomogram for predicting bone metastasis in newly diagnosed breast cancer.Translational cancer research · 2026Article
- IOA-244, a novel p110δ PI3K inhibitor, blocks breast tumour progression on either mono- or combined-therapy.Cell death discovery · 2026Article
- Article
- Article
- Immune Profiling the Axilla with Fine Needle Aspiration Is Feasible to Risk-Stratify Breast Cancer.Cancers · 2026Article
- Perioperative Symptom Trajectories and a Risk Prediction Model for Cervical Cancer: A Prospective Longitudinal Study.International journal of women's health · 2026Article
- Morphologic and Diffusion-weighted MRI Characteristics of Axillary Lymph Nodes for Predicting Metastasis in Breast Cancer Patients: A Quantitative Analysis.Current medical imaging · 2026Article
- HER2 Expression and Axillary Metastasis in Treatment-Naïve Early Breast Cancer.Breast cancer (Dove Medical Press) · 2026Article
- Prognosis and chemotherapy efficacy in small-tumor breast cancer with different immune subtypes: a SEER-based study.Translational cancer research · 2025Article
- A2M-AS1, DBH-AS1, and NCBP2-AS2 in breast cancer: expression patterns, CA125-3 association, and a DBH-AS1-NCBP2-AS2 axis.Molecular biology reports · 2025Article
- Clinical relevance of circulating biomarkers in breast cancer metastasis detection: "insights from liquid biopsy technology".Research in pharmaceutical sciences · 2025Article
- Artificial intelligence-based tumor size measurement on mammography: agreement with pathology and comparison with human readers' assessments across multiple imaging modalities.La Radiologia medica · 2025Article
- The clinicopathological and molecular landscape of breast cancer patients: a retrospective study in Sulaimaniyah, Iraq.Scientific reports · 2025Article
44 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundIn patients with breast cancer, increasing tumour size at diagnosis is associated with an increased likelihood of axillary lymph node involvement and increased breast cancer-specific mortality. However, this relation is based on studies which combine all tumours smaller than 1.0 cm in a single category and all tumours larger than 5.0 cm in another category. This coarse classification may obscure a nuanced description of the effects of tumour size across the full range of possible sizes.
methodsWe examined the relationship between primary tumour size, lymph node status and distant metastases in a cohort of 819,647 women diagnosed with first primary invasive breast cancer from 1990 to 2014 in the Surveillance, Epidemiology and End Results (SEER) registries database. All patients in the cohort had a known primary tumour size between 1 and 150 mm in greatest dimension. Primary tumour size was examined as a continuous (1-150 mm) and categorical variable (15 size groups; 10-mm intervals). For each 1- or 10-mm size group, we determined the proportion of patients with positive lymph nodes at diagnosis, the proportion of patients with distant metastases at diagnosis and the actuarial cumulative risk of breast cancer-specific mortality at 15 years from diagnosis.
resultsAmong 819,647 patients with invasive breast tumours between 1 and 150 mm in size, there was a non-linear correlation between increasing tumour size and the prevalence of lymph node metastases at diagnosis (% node-positive), the prevalence of distant metastases at diagnosis (% stage IV) and the 15-year rate of breast cancer-specific mortality across the entire size spectrum. For very small tumours (under 10 mm) and for very large tumours (larger than 60-90 mm) there was little correlation between tumour size and metastasis risk.
conclusionsThe relationship between tumour size, lymph node status and distant metastases in patients with invasive breast cancer is not linear. This calls into question the conventional model that the capacity for a primary breast tumour to metastasize increases as the tumour enlarges.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.